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Modeling of clinical practice guidelines for interactive assistance in diagnostic processes

 
: Philipp, P.; Fischer, Yvonne; Hempel, D.; Beyerer, Jürgen

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WorldComp 2015, World Congress in Computer Science, Computer Engineering, and Applied Computing : HIMS 2015, International Conference on Health Informatics and Medical Systems, july 27-30, Las Vegas, Nevada, USA
Las Vegas/Nev., 2015
S.3-9
World Congress in Computer Science, Computer Engineering, and Applied Computing (WorldComp) <2015, Las Vegas/Nev.>
International Conference on Health Informatics and Medical Systems (HIMS) <2015, Las Vegas/Nev.>
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer IOSB ()
clinical practice guidelines; diagnosis; interactive assistance

Abstract
Clinical Practice Guidelines (CPGs) include recommendations for actions and therefore provide a frame of reference for the medical practitioner during diagnostic processes. To facilitate the implementation of this recommendations we propose an interactive assistance. For this reason the CPGs of Chronic Myeloid Leukemia (CML) and Myelodysplastic Syndromes (MDS) are modeled using UML activities and Bayesian networks. To lower the barriers of CPG implementation we establish an interface between experts and models. It is based on translation rules transferring UML activities to Bayesian networks. The resulting models are used to provide an innovative assistance function allowing intuitive deviations from given CPG recommendations.

: http://publica.fraunhofer.de/dokumente/N-356387.html